Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.

DeepLearning.AI
Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, Database Design, LLM Application, Database Development, Software Documentation, Vibe coding, Software Design Patterns, Databases, Collaborative Software, Software Testing, OpenAI API, Application Design, Technical Documentation, AI Integrations, Generative AI, Software Engineering, Software Development, Machine Learning
★ 4.6 (845) · Beginner · Professional Certificate · 1 - 3 Months

Skills you'll gain: Data Cleansing, Database Design, Data Integration, Data Import/Export, SQL, Data Maintenance, Data Manipulation, Data Wrangling, Database Development, Database Management, Relational Databases, Data Quality, Data Integrity, Query Languages, Performance Tuning
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Microsoft Copilot, AI Workflows, Workflow Management, AI Enablement, AI literacy, Microsoft 365, Data Ethics, Professional Development, Strategic Leadership, Organizational Leadership, Business Metrics, Thought Leadership, Performance Measurement, Performance Management, Trustworthiness, Influencing, Portfolio Management, Storytelling, Verification And Validation, Productivity
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Applied Mathematics, Machine Learning Methods, Model Training, Artificial Neural Networks, Machine Learning, Deep Learning, Model Optimization, Fine-tuning, Convolutional Neural Networks, Python Programming, Calculus, Graphing, Derivatives
Intermediate · Course · 1 - 4 Weeks

Tufts University
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Data Analysis Software, Sampling (Statistics), Analytical Skills, Spreadsheet Software, Statistics, Business Analytics, Python Programming
★ 4.2 (24) · Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: FinTech, Financial Regulation, Financial Services, Payment Systems, Financial Regulations, Commercial Lending, Financial Industry Regulatory Authorities, Bank Regulations, Lending and Underwriting, Banking, Banking Services, Consumer Lending, Regulatory Compliance, Blockchain, Law, Regulation, and Compliance, Legal Risk, Payment Processing, Financial Data, Digital Assets, Regulatory Requirements
★ 4.8 (918) · Beginner · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Java, Java Programming, Object Oriented Programming (OOP), Object Oriented Design, Computer Programming, Software Design, Programming Principles, Program Development, Software Documentation, Data Structures, Computational Logic, Memory Management
★ 4.1 (942) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Forecasting, Advanced Analytics, Predictive Modeling, R Programming, Predictive Analytics, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analytics, Statistical Methods, Correlation Analysis, Business, Model Evaluation, Decision Making
★ 5 (21) · Mixed · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: AI Personalization, Data Storytelling, Conversion Funnel Analysis, Data Presentation, Power BI, Upselling, Marketing Automation, Dashboard, Dashboard Creation, Personalized Campaigns, Sales Pipelines, Microsoft Copilot, Journey Mapping, Lead Generation, Management Reporting, Business Process Automation, Performance Reporting, Return On Investment, Customer Analysis, Prospecting and Qualification
Beginner · Course · 1 - 3 Months

Skills you'll gain: Earned Value Management, Risk Analysis, Project Risk Management, Quality Assurance and Control, Project Controls, Quality Assurance, Procurement, Product Quality (QA/QC), Cost Management, Purchasing, Quality Control, Data-Driven Decision-Making, Cost Estimation, Project Management, Quality Management, Project Management Life Cycle, Contract Management, Risk Management, Cost Control, Managed Services
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Logistic Regression, Data Cleansing, Apache Spark, PySpark, Data Manipulation, Applied Machine Learning, Predictive Modeling, Data Science, Machine Learning, Python Programming
★ 4.6 (22) · Intermediate · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, Code Reusability, GitHub, Scientific Methods, Software Documentation, Science and Research, Technical Documentation, Informatics, Software Versioning, R (Software), Data Analysis, Programming Principles, R Programming, Git (Version Control System), Integrated Development Environments
Intermediate · Course · 1 - 3 Months